{"id":"W7036306144","doi":"","title":"Bilingualism and communicative benefits","year":2008,"lang":"en","type":"report","venue":"DIAL (Catholic University of Leuven)","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Point (geometry); Foreign language; Language acquisition; Theoretical linguistics; Joint (building)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003629563,0.0002806595,0.0005735895,0.0003398948,0.0002618592,0.00006620903,0.001716798,0.0002779358,0.000004695671],"category_scores_gemma":[0.0002324279,0.0003554448,0.0002066478,0.0003267493,0.0003133918,0.0004499723,0.001722786,0.0004423299,0.0000127273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046848,"about_ca_system_score_gemma":0.001695365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004840107,"about_ca_topic_score_gemma":0.0006407723,"domain_scores_codex":[0.9981886,0.000108797,0.000249115,0.000554662,0.0006246052,0.0002742472],"domain_scores_gemma":[0.9974294,0.0003427052,0.000429445,0.001183737,0.0004561561,0.0001585396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007760786,0.0004508437,0.001938124,0.0007902816,0.0004162674,0.001064906,0.08376756,0.0001386766,0.0002117174,0.005421729,0.002365895,0.9033564],"study_design_scores_gemma":[0.001000872,0.000253164,0.01214913,0.0007140957,0.00009300699,0.0003412903,0.0003149857,0.000423272,0.0001411607,0.0002335388,0.9833361,0.0009994251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458244,0.008266388,0.009081323,0.001962353,0.001337809,0.00110998,0.0004841466,0.0006326989,0.1313009],"genre_scores_gemma":[0.98387,0.00765512,0.005529279,0.0001415986,0.0001264915,4.796717e-7,0.00006424233,0.00003260693,0.002580235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9809701,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824503945302166,"score_gpt":0.2723367182464565,"score_spread":0.2040916787934348,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}